Triple

T17649795
Position Surface form Disambiguated ID Type / Status
Subject Blue Flag beach (intermittent years) E429454 entity
Predicate hasEnvironmentalRequirement P87203 FINISHED
Object protection of sensitive natural areas near the beach LITERAL FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: protection of sensitive natural areas near the beach | Statement: [Blue Flag beach (intermittent years), hasEnvironmentalRequirement, protection of sensitive natural areas near the beach]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEnvironmentalRequirement
Context triple: [Blue Flag beach (intermittent years), hasEnvironmentalRequirement, protection of sensitive natural areas near the beach]
  • A. hasEnvironmentalAttribute
    Indicates that an entity possesses a specific environmental property, condition, or characteristic.
  • B. hasEnvironmentalControl
    Indicates that one entity regulates, influences, or manages the environmental conditions affecting another entity or area.
  • C. hasEnvironmentalFunction
    Indicates that an entity serves a specific role or purpose related to the environment, such as contributing to ecological processes, protection, or sustainability.
  • D. hasEnvironmentalControls
    Indicates that one entity provides or is equipped with systems or mechanisms to regulate environmental conditions (such as temperature, humidity, or air quality) for another entity or space.
  • E. hasEnvironmentalTarget chosen
    Indicates that an entity has a specified environmental objective, goal, or target it aims to achieve or comply with.
  • F. None of above.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e3c7da48190b38558bc66637687 completed April 19, 2026, 5:55 a.m.
PD Predicate disambiguation batch_69e3cddc87188190ac2f049b86038676 completed April 18, 2026, 6:30 p.m.
Created at: April 10, 2026, 6:05 a.m.